christophM/shap-book

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Updated 9 months ago

christophM/shap-book

christophM

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interpretable-ml-book

Book about interpretable machine learning

Jupyter Notebook

rulefit

Python implementation of the rulefit algorithm

explain-ml

LolCrawler

Crawls League of Legends matches

christophm.github.io

My personal website

modeling-mindsets

Book for modeling mindsets

overview-ctrees

Conditional trees

iml-talk

Talk about interpretable machine learning

infinite-data-hallucinator

Script to generate datasets with GPT-3

Jupyter Notebook

iml-course

Course about interpretable machine learning

sandbox

Trying out new ideas

presentation-two-cultures

Presentation on "Statistical Modeling: The Two Cultures" from Leo Breiman

paper_conditional_subgroups

Code for the paper: Model-agnostic Feature Importance and Effects with Dependent Feature -- A Conditional Subgroup Approach

kaggle-yelp

My approach for the kaggle yelp competition http://www.kaggle.com/c/yelp-recruiting

ipython-course-zurich

r-y-u-do-dis

Presentation: R, y u do dis

weihnachtsfeier-spiele

Spiele für Statistiker Weihnachtsfeier

lime

Lime: Explaining the predictions of any machine learning classifier

GSoC-test

Test for GSoC 2012

shiny-drink-tracker

A drink tracker app with the R shiny package

bentoML

bentoML website and blog

lol

league of legends analysis stuff

lol-champ-select

solarBot

util

R utility function

emacs-config

my messy emacs config